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ResearchFormerly WizWand

Image Classification on Joint MNIST datasets (MNIST, Fashion, KMNIST, NotMNIST)

0.0252Error RateCAMNet4
0.024540.0289950.033450.037905Jul 26, 2019
Updated 8mo ago

Evaluation results

MethodLinks
CAMNet4Params(M)=3.02019.070.0252
CAMNet3Params(M)=2.02019.070.0257
CAMNet2Params(M)=1.22019.070.0266
tinyCAMNet3Params(M)=0.472019.070.0282
SENetParams(M)=0.52019.070.0288
BaseCNNParams(M)=0.52019.070.0293
Cr-Stitch2Params(M)=12019.070.0298
MultiCNN3Params(M)=1.52019.070.0303
CAMNet3Params(M)=2.0, Data Augmentation=None2019.070.0384
MultiCNN3Params(M)=1.5, Data Augmentation=None2019.070.0417